Could Roy Moore become the first U.S. senator expelled since the Civil War?

Sen. Cory Gardner said the Senate should expel Alabama Senate candidate Roy Moore if he's elected. Could Moore be seated if he manages to win despite the growing number of sexual misconduct allegations against him?